Skip to main content
Log in

Identification and evaluation of novel serum autoantibody biomarkers for early diagnosis of gastric cancer and precancerous lesion

  • Research
  • Published:
Journal of Cancer Research and Clinical Oncology Aims and scope Submit manuscript

Abstract

Purpose

Early diagnosis is crucial for optimal prognosis of gastric cancer (GC). Hereby, we aimed to identify novel serum autoantibody-based biomarkers for precancerous lesion (PL) and early GC.

Methods

We performed serological proteome analysis (SERPA) combined with nanoliter-liquid chromatography combined with quadrupole time of flight tandem mass spectrometry (Nano-LC-Q-TOF-MS/MS) to screen for GC-associated autoantibodies. The identified autoantibodies were analyzed for potential detection value for PL and GC by enzyme-linked immunosorbent assay (ELISA). Receiver operating characteristic (ROC) curves analysis was conducted to evaluate the accuracy of the biomarkers.

Results

We identified seven candidates, such as mRNA export factor (RAE1), Nucleophosmin 1 (NPM1), phosphoglycerate kinase 1 (PGK1), and ADP-ribosylation factor 4 (ARF4). Antibodies against all seven proteins were present at higher levels in sera from 242 patients (51 PL, 78 early GC, 113 advanced GC) compared with sera from 122 healthy individuals. RAE1-specific autoantibody discriminated best between patients at different GC stages, with area under the curve (AUC) values of 0.710, 0.745, and 0.804 for PL, early GC, and advanced GC, respectively. Two predictive models composed of gender, RAE1, PGK1, NPM1, and ARF4 autoantibodies (Model 2 for PL) and of age, gender, RAE1, PGK1, and NPM1 autoantibodies (Model 3 for early GC) had improved diagnostic efficiencies, with AUCs of 0.803 and 0.857, sensitivities of 66.7% and 75.6%, and specificities of 78.7% and 87.7%, respectively.

Conclusion

The identified serum tumor-associated autoantibodies (TAAbs) may have good potential for early detection of GC and PL.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Data availability

All datasets presented in this study are included in the article/Supplementary Material.

References

  • Chen XZ, Zhang WK, Yang K et al (2012) Correlation between serum CA724 and gastric cancer: multiple analyses based on Chinese population. Mol Biol Rep 39(9):9031–9039

    Article  CAS  PubMed  Google Scholar 

  • Chinese Medical Association (2022) The Chinese medical association clinical guidelines for the treatment of gastric cancer (2021 Edition). Natl Med J China 102(16):1169–1189

    Google Scholar 

  • Cui C, Duan Y, Qiu C et al (2021) Identification of novel autoantibodies based on the human proteomic chips and evaluation of their performance in the detection of gastric cancer. Front Oncol 11:637871

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Dikshit A, Jin YJ, Degan S et al (2018) UBE2N promotes melanoma growth via MEK /FRA1/ SOX10 Signaling. Cancer Res 78(22):6462–6472

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Feng F, Tian Y, Xu G et al (2017) Diagnostic and prognostic value of CEA, CA19-9, AFP and CA125 for early gastric cancer. BMC Cancer 17(1):737

    Article  PubMed  PubMed Central  Google Scholar 

  • Gong X, Zhang H (2020) Diagnostic and prognostic values of anti-helicobacter pylori antibody combined with serum CA724, CA19-9, and CEA for young patients with early gastric cancer. J Clin Lab Anal 34(7):e23268

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hanash SM, Baik CS, Kallioniemi O (2011) Emerging molecular biomarkers–blood-based strategies to detect and monitor cancer. Nat Rev Clin Oncol 8(3):142–150

    Article  PubMed  Google Scholar 

  • Hong Y, Long J, Li H et al (2015) An analysis of immunoreactive signatures in early stage hepatocellular carcinoma. EBioMedicine 2:438–446

    Article  PubMed  PubMed Central  Google Scholar 

  • Kobayashi Y, Masuda T, Fujii A et al (2021) Mitotic checkpoint regulator RAE1 promotes tumor growth in colorectal cancer. Cancer Sci 112(8):3173–3189

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kucera R, Smid D, Topolcan O et al (2016) Searching for new biomarkers and the use of multivariate analysis in gastric cancer diagnostics. Anticancer Res 36(4):1967–1971

    CAS  PubMed  Google Scholar 

  • Li J, Xu L, Run ZC et al (2018) Multiple cytokine profiling in serum for early detection of gastric cancer. World J Gastroenterol 24(21):2269–2278

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mao L, Yuan W, Cai K et al (2021) EphA2-YES1-ANXA2 pathway promotes gastric cancer progression and metastasis. Oncogene 40(20):3610–3623

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Qin J, Wang S, Shi J et al (2019) Using recursive partitioning approach to select tumor-associated antigens in immunodiagnosis of gastric adenocarcinoma. Cancer Sci 110(6):1829–1841

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sung H, Ferlay J, Siegel RL et al (2021) Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71(3):209–249

    Article  PubMed  Google Scholar 

  • Tan HT, Low J, Lim SG et al (2009) Serum autoantibodies as biomarkers for early cancer detection. Febs J 276:6880–6904

    Article  CAS  PubMed  Google Scholar 

  • Wang HJ, Zhang B, Li XJ et al (2020) Identification and validation of novel serum autoantibody biomarkers for early detection of colorectal cancer and advanced adenoma. Front Oncol 10:1081

    Article  PubMed  PubMed Central  Google Scholar 

  • Werner S, Chen H, Tao S et al (2015) Systematic review: serum autoantibodies in the early detection of gastric cancer. Int J Cancer 136:2243–2252

    Article  CAS  PubMed  Google Scholar 

  • Woo IS, Eun SY, Jang HS et al (2009) Identification of ADP-ribosylation factor 4 as a suppressor of N-(4-hydroxyphenyl)retinamide-induced cell death. Cancer Lett 276(1):53–60

    Article  CAS  PubMed  Google Scholar 

  • Xie R, Liu J, Yu X et al (2019) ANXA2 silencing inhibits proliferation, invasion, and migration in gastric cancer cells. J Oncol 2019:4035460

    Article  PubMed  PubMed Central  Google Scholar 

  • Yan H, Cai X, Fu S et al (2022) PRDX3 promotes resistance to cisplatin in gastric cancer cells. J Cancer Res Ther 18(7):1994–2000

    Article  CAS  PubMed  Google Scholar 

  • Yang YX, Hu HD, Zhang DZ et al (2007) Identification of proteins responsible for the development of adriamycin resistance in human gastric cancer cells using comparative proteomics analysis. J Biochem Mol Biol 40(6):853–860

    CAS  PubMed  Google Scholar 

  • Yang Q, Qin J, Sun G et al (2020) Discovery and validation of serum autoantibodies against tumor-associated antigens as biomarkers in gastric adenocarcinoma based on the focused protein arrays. Clin Transl Gastroenterol 12(1):e284

    Google Scholar 

  • Zaenker P, Ziman MR (2013) Serologic autoantibodies as diagnostic cancer biomarkers–a review. Cancer Epidemiol Biomark Prev 22:2161–2181

    Article  CAS  Google Scholar 

  • Zaenker P, Gray ES, Ziman MR (2016) Autoantibody production in cancer-the humoral immune response toward autologous antigens in cancer patients. Autoimmun Rev 15(5):477–483

    Article  CAS  PubMed  Google Scholar 

  • Zeng X, Liao AJ, Tang HL et al (2007) Screening human gastric carcinoma-associated antigens by serologic proteome analysis. Chin J Cancer 26(10):1080–1084

    CAS  Google Scholar 

  • Zieker D, Königsrainer I, Tritschler I et al (2010) Phosphoglycerate kinase 1 a promoting enzyme for peritoneal dissemination in gastric cancer. Int J Cancer 126(6):1513–1520

    CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

We thank the patients for providing their samples for this study. We acknowledge the Beijing Friendship Hospital, Capital Medical University, and the Cancer Hospital, Chinese Academy of Medical Sciences for sample collection. We thank Anne M. O’Rourke, PhD, from Liwen Bianji (Edanz) (http://www.liwenbianji.cn), for editing the English text of a draft of this manuscript.

Funding

This work was funded by Grants from the National Major Science and Technology Projects of China (No.2017ZX10201201) and the Digestive Medical Coordinated Development Center of Beijing Municipal Administration of Hospitals (No. XXZ0103).

Author information

Authors and Affiliations

Authors

Contributions

JR, SZ, and JH contributed to the project design. CZ, JX, and YX participated in collecting samples and clinical analysis. QZ, PH, ZC, SQ, QO, HZ, and HT participated in the implementation of the experiments. QZ and PH contributed to drafting the manuscript. DZ, YL, and JH contributed to revising the manuscript critically. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Yibin Xie, Shengtao Zhu, Jiansong Ren or Jian Huang.

Ethics declarations

Conflict of interest

The authors declare no conflict of interest.

Institutional review board statement

The study was conducted in accordance with the Declaration of Helsinki, and approved by the Ethics Committee of the Beijing Friendship Hospital/Capital Medical University (No.2018-P2-058-01) and Cancer Hospital/Chinese Academy of Medical Sciences (No.14-067/857).

Informed consent

Informed consent was obtained from all subjects involved in the study. Written informed consent has been obtained from the patients to publish this paper.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 900 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhu, Q., He, P., Zheng, C. et al. Identification and evaluation of novel serum autoantibody biomarkers for early diagnosis of gastric cancer and precancerous lesion. J Cancer Res Clin Oncol 149, 8369–8378 (2023). https://doi.org/10.1007/s00432-023-04732-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00432-023-04732-z

Keywords

Navigation